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Innovative quantum techniques for improving system performance in cloud computing
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Eel and Grouper Optimization-Based Fuzzy FOPI-TID<sup>μ</sup>-PIDA Controller for Frequency Management of Smart Microgrids Under the Impact of Communication Delays and Cyberattacks...
Published 2025-06-01“…The recently released Eel and Grouper Optimization (EGO) algorithm is used to fine-tune the parameters of the proposed controller. …”
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3564
Bayesian network structure learning by opposition-based learning
Published 2025-05-01“…In this paper, we propose a new Bayesian network structure learning algorithm, OP-PSO-DE, which combines Particle Swarm Optimization(PSO) and Differential Evolution to search for the optimal structure. …”
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3565
The Influence of Three Parent Crossbreeding on the Dual Population Genetic Algortihm
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3566
Dynamic content-cached satellite selection and routing for power minimization in LEO satellite networks
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3567
Adaptive Step RRT*-Based Method for Path Planning of Tea-Picking Robotic Arm
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3568
探討強化學習演算法之素材推薦機制與AI學習履歷之學習者感知 Learner Perceptions of AI-Powered Learning Portfolios and Personalized Material Recommendation Mechanisms in Reinforcement Learning Algorithms...
Published 2024-09-01“…The exponential growth of big data in recent years has positioned artificial intelligence as a focal point of inquiry across various fields. …”
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3569
Observer-Based Deep Reinforcement Learning for Robust Missile Guidance and Control
Published 2025-01-01“…This study lays the foundation for further research on integrating intelligent control algorithms with advanced learning techniques, as it presents a novel and promising missile guidance control strategy based on integrating ESO and deep reinforcement learning.…”
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3570
An Enhanced Generative Adversarial Network Prediction Model Based on LSTM and Attention for Corrosion Rate in Pipelines
Published 2025-01-01“…To address the pervasive issue of internal pipeline corrosion in the oil and gas industry, this paper proposes a hybrid intelligent model for predicting corrosion rates. This model integrates an improved Generative Adversarial Network with Grey Wolf Optimization and Support Vector Regression (LAGAN-GWO-SVR). …”
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3571
Prediction Model for Compaction Quality of Earth-Rock Dams Based on IFA-RF Model
Published 2025-04-01“…The method utilizes a dynamic inertia weight, an adaptive factor, and a differential evolution strategy to enhance the search capability of the firefly algorithm. Furthermore, the random forest (RF) algorithm’s <i>Ntree</i> and <i>Mtry</i> parameters are adaptively optimized through the improved firefly algorithm (IFA) to develop a dam compaction quality prediction model. …”
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3572
Prediction of Total Organic Carbon Content in Shale Based on PCA-PSO-XGBoost
Published 2025-03-01“…In this study, for the shale of the Qingshankou Formation of the Gulong Sag in the Songliao Basin, TOC content prediction models using various machine learning algorithms are established and compared based on measured data, principal component analysis, and the particle swarm optimization algorithm. …”
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3573
Evaluation method of e-government audit information based on big data analysis
Published 2025-12-01“…Furthermore, a parallel PSO-RF algorithm combining Particle Swarm Optimization (PSO) and Random Forest (RF) is designed to enhance classification performance and computational efficiency. …”
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An Instantaneous Minimum Input Energy Control Strategy for Isolation Systems With Co-Varying Stiffness and Damping
Published 2025-01-01“…For such systems, an instantaneous minimum input energy (IMIE) control strategy is proposed. This algorithm explicitly establishes the functional relationship between damping and stiffness, converting the optimization problem into a single-variable search for optimal stiffness while automatically determining the corresponding optimal damping. …”
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Decentralized Nonstationary Fuzzy Neural Network with Meta-Learning-Net
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Optimización de sistemas centralizados de agua helada en la etapa prematura del diseño comercial // Optimization of chilled water system in premature stage of coommercial design
Published 2012-01-01“…</p><p>__________________________________________________________________</p><p>Abstract<br />In this paper the procedure of optimization for the conceptual design of a centralized air conditioning chiller<br />water system is developed, for which a hybrid model is created that combines thermoeconomic tools with<br />artificial intelligence technique such as Artificial Neural Networks (ANN) and Genetic Algorithms (GA) for<br />the optimization of the final products of the system. …”
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A trajectory planning and tracking method based on deep hierarchical reinforcement learning
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Deep learning-based time series prediction for precision field crop protection
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Power Dispatch Stability Technology Based on Multi-Energy Complementary Alliances
Published 2025-06-01“…It aims to enhance dispatch stability and energy utilization through an innovative Distributed Overlapping Coalition Formation (DOCF) model. A distributed algorithm utilizing tabu search is proposed to solve the complex optimization problem in power resource allocation. …”
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Study on the Impact of Input Parameters on Seawater Dissolved Oxygen Prediction Models
Published 2025-03-01“…Future research will develop a parameter adaptive selection algorithm, conduct the dynamic monitoring of multi-scale environmental factors, and achieve the intelligent optimization and verification of model parameters.…”
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